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Edgaras Kamandulis
High-Frequency Decision Architect for Zero-Latency Business
New to Contra
Edgaras is ready for their next project!
LIBRARIAN CORE: Architecting Intelligence beyond the "0=0" Axiom
Most people use AI to write emails. I built the Librarian to navigate reality.
The screenshots below show the result of a single afternoon of intense development. It’s not 'pretty' yet, and it’s not finished—it is...
Evolutionary Parameter Tuning Engine (Python)
To solve the problem of market stagnation in HFT (High-Frequency Trading), I architected a Genetic Algorithm that evolves the bot's configuration in real-time.
Instead of static settings, the system spawns a population of 40 different...
Spectre Engine: Signal Processing Core
Engineered the mathematical heart of the Leviathan ecosystem using Singular Spectrum Analysis (SSA) and Kalman Filters.
Key Capabilities:
Signal Separation: Uses SVD decomposition to isolate the "True Value Line" of an asset from market noise.
...
Sentinel: Automated Risk Management System
An autonomous fail-safe system designed to protect capital in high-frequency trading environments.
Features:
The Reaper Protocol: Adaptive stop-loss algorithm that detects "vertical crashes" and liquidates positions in milliseconds.
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Huntsman: Real-Time Crypto Data Aggregator
Engineered a high-performance asynchronous data aggregator using Python asyncio and ccxt.
